Stock Market Prediction using daily news headlines

Names: Ronen Saviz , Shalev Saban, Itsik Temnov.

Introduction:

Data Description:

Source: 420K articles from Kaggle - https://www.kaggle.com/uciml/news-aggregator-dataset

Goals:

Imports:

Finfiz API which brings us the latest news:

cleaning the dateset:

Pie chart of all the catrgorys in dataset:

Creation of hypers:

we can clearly see the connection between cognition and stock movement.

Predictive models:

Prints the accuracy of the models:

Summary: